Safe Multi-Agent Reinforcement Learning via Shielding

Ingy Elsayed-Aly, Suda Bharadwaj, Christopher Amato +3

Multi-agent reinforcement learning (MARL) has been increasingly used in a wide range of safety-critical applications, which require guaranteed safety (e.g., no unsafe states are ev…